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    SDM
    2007
    SIAM
    139views Data Mining» more  SDM 2007»
    Dynamic Algorithm for Graph Clustering Using Minimum Cut Tree
    13 years 11 months ago
    Dynamic Algorithm for Graph Clustering Using Minimum Cut Tree
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    We present an efficient dynamic algorithm for clustering undirected graphs, whose edge property is changing continuously. The algorithm maintains clusters of high quality in pres...
    Barna Saha, Pabitra Mitra
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    RSS
    2007
    134views Robotics» more  RSS 2007»
    A Fast and Practical Algorithm for Generalized Penetration Depth Computation
    13 years 11 months ago
    A Fast and Practical Algorithm for Generalized Penetration Depth Computation
    Download  gamma.cs.unc.edu
    — We present an efficient algorithm to compute the generalized penetration depth (PDg) between rigid models. Given two overlapping objects, our algorithm attempts to compute the...
    Liangjun Zhang, Young J. Kim, Dinesh Manocha
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    UAI
    2008
    214views Artificial Intelligence» more  UAI 2008»
    Learning Inclusion-Optimal Chordal Graphs
    13 years 11 months ago
    Learning Inclusion-Optimal Chordal Graphs
    Download  uai2008.cs.helsinki.fi
    Chordal graphs can be used to encode dependency models that are representable by both directed acyclic and undirected graphs. This paper discusses a very simple and efficient algo...
    Vincent Auvray, Louis Wehenkel
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    UAI
    2008
    213views Artificial Intelligence» more  UAI 2008»
    Multi-View Learning over Structured and Non-Identical Outputs
    13 years 11 months ago
    Multi-View Learning over Structured and Non-Identical Outputs
    Download  www.seas.upenn.edu
    In many machine learning problems, labeled training data is limited but unlabeled data is ample. Some of these problems have instances that can be factored into multiple views, ea...
    Kuzman Ganchev, João Graça, John Bli...
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    PDPTA
    2007
    98views Distributed And Parallel Com...» more  PDPTA 2007»
    A Parallel Algorithm for Discrete Gabor Transforms
    13 years 11 months ago
    A Parallel Algorithm for Discrete Gabor Transforms
    Download  www.cs.utah.edu
    - Serial algorithms to evaluate the Gabor transform of a discrete signal are bound by the length of signal for which the transform can be evaluated. The time taken, if machine memo...
    Kshitij Sudan, Nipun Saggar, Asok De
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    PDCN
    2007
    142views Distributed And Parallel Com...» more  PDCN 2007»
    A new robust centralized DMX algorithm
    13 years 11 months ago
    A new robust centralized DMX algorithm
    Download  ceit.aut.ac.ir
    In a distributed system, process synchronization is an important agenda. One of the major duties for process synchronization is mutual exclusion. This paper presents a new central...
    Moharram Challenger, Vahid Khalilpour, Peyman Baya...
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    NIPS
    2007
    133views Information Technology» more  NIPS 2007»
    Selecting Observations against Adversarial Objectives
    13 years 11 months ago
    Selecting Observations against Adversarial Objectives
    Download  www.cs.caltech.edu
    In many applications, one has to actively select among a set of expensive observations before making an informed decision. Often, we want to select observations which perform well...
    Andreas Krause, H. Brendan McMahan, Carlos Guestri...
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    NIPS
    2007
    138views Information Technology» more  NIPS 2007»
    Local Algorithms for Approximate Inference in Minor-Excluded Graphs
    13 years 11 months ago
    Local Algorithms for Approximate Inference in Minor-Excluded Graphs
    Download  books.nips.cc
    We present a new local approximation algorithm for computing MAP and logpartition function for arbitrary exponential family distribution represented by a finite-valued pair-wise ...
    Kyomin Jung, Devavrat Shah
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    NIPS
    2007
    159views Information Technology» more  NIPS 2007»
    Active Preference Learning with Discrete Choice Data
    13 years 11 months ago
    Active Preference Learning with Discrete Choice Data
    Download  books.nips.cc
    We propose an active learning algorithm that learns a continuous valuation model from discrete preferences. The algorithm automatically decides what items are best presented to an...
    Eric Brochu, Nando de Freitas, Abhijeet Ghosh
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    SIROCCO
    2008
    98views Information Technology» more  SIROCCO 2008»
    On the Power of Local Orientations
    13 years 11 months ago
    On the Power of Local Orientations
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    We consider a network represented by a simple connected undirected graph with N anonymous nodes that have local orientations, i.e. incident edges of each vertex have locally-unique...
    Monika Steinová
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